Ying Ding
Orcid: 0000-0003-2567-2009Affiliations:
- University of Texas at Austin, TX, USA
- Indiana University, School of Library and Information Science, Bloomington, IN, USA (former)
- Nanyang Technological University, Division of Information Studies, Singapore (PhD 2001)
According to our database1,
Ying Ding
authored at least 264 papers
between 1999 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Unveiling the dynamics of team age structure and its impact on scientific innovation.
Scientometrics, October, 2024
Inf. Process. Manag., January, 2024
Inf. Process. Manag., January, 2024
CancerGPT for few shot drug pair synergy prediction using large pretrained language models.
npj Digit. Medicine, 2024
The prominent and heterogeneous gender disparities in scientific novelty: Evidence from biomedical doctoral theses.
Inf. Process. Manag., 2024
PubMed knowledge graph 2.0: Connecting papers, patents, and clinical trials in biomedical science.
CoRR, 2024
SDoH-GPT: Using Large Language Models to Extract Social Determinants of Health (SDoH).
CoRR, 2024
All Against Some: Efficient Integration of Large Language Models for Message Passing in Graph Neural Networks.
CoRR, 2024
How high-status women promote repeated collaboration among women in male-dominated contexts.
CoRR, 2024
Uncovering Misattributed Suicide Causes through Annotation Inconsistency Detection in Death Investigation Notes.
CoRR, 2024
CoRR, 2024
Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024
Turning A Curse into A Blessing: Data-Aware Memory-Efficient Training of Graph Neural Networks by Dynamic Exiting.
Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024
Proceedings of the 12th IEEE International Conference on Healthcare Informatics, 2024
Proceedings of Joint Workshop of the 5th Extraction and Evaluation of Knowledge Entities from Scientific Documents (EEKE2024) and the 4th AI + Informetrics (AII2024) co-located with the ( iConference2024), 2024
Proceedings of Joint Workshop of the 5th Extraction and Evaluation of Knowledge Entities from Scientific Documents (EEKE2024) and the 4th AI + Informetrics (AII2024) co-located with the ( iConference2024), 2024
2023
An NLP approach to identify SDoH-related circumstance and suicide crisis from death investigation narratives.
J. Am. Medical Informatics Assoc., July, 2023
Radiomics-Guided Global-Local Transformer for Weakly Supervised Pathology Localization in Chest X-Rays.
IEEE Trans. Medical Imaging, March, 2023
npj Digit. Medicine, 2023
Graph Contrastive Learning: An Odyssey towards Generalizable, Scalable and Principled Representation Learning on Graphs.
IEEE Data Eng. Bull., 2023
Has China caught up to the US in AI research? An exploration of mimetic isomorphism as a model for late industrializers.
CoRR, 2023
CancerGPT: Few-shot Drug Pair Synergy Prediction using Large Pre-trained Language Models.
CoRR, 2023
Using Explainable AI to Cross-Validate Socio-economic Disparities Among Covid-19 Patient Mortality.
CoRR, 2023
Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023
3rd International Workshop on Scientific Knowledge Representation, Discovery, and Assessment (Sci-K 2023).
Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023
Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023
Attend Who is Weak: Pruning-assisted Medical Image Localization under Sophisticated and Implicit Imbalances.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
JCDL2023 Workshop: Joint Workshop of the 4th Extraction and Evaluation of Knowledge Entities from Scientific Documents (EEKE2023) and the 3rd AI + Informetrics (AII2023).
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2023
Proceedings of the Information for a Better World: Normality, Virtuality, Physicality, Inclusivity, 2023
Instant Soup: Cheap Pruning Ensembles in A Single Pass Can Draw Lottery Tickets from Large Models.
Proceedings of the International Conference on Machine Learning, 2023
Graph Ladling: Shockingly Simple Parallel GNN Training without Intermediate Communication.
Proceedings of the International Conference on Machine Learning, 2023
Optimizing Embedding Space with Sub-categorical Supervised Pre-training: A Theoretical Approach Towards Improving Sepsis Prediction.
Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
2022
Scientometrics, 2022
Further divided gender gaps in research productivity and collaboration during the COVID-19 pandemic: Evidence from coronavirus-related literature.
J. Informetrics, 2022
Team formation and team impact: The balance between team freshness and repeat collaboration.
J. Informetrics, 2022
Beyond correlation: Towards matching strategy for causal inference in Information Science.
J. Inf. Sci., 2022
Team power dynamics and team impact: New perspectives on scientific collaboration using career age as a proxy for team power.
J. Assoc. Inf. Sci. Technol., 2022
J. Assoc. Inf. Sci. Technol., 2022
Contributorship in scientific collaborations: The perspective of contribution-based byline orders.
Inf. Process. Manag., 2022
Team formation and team performance: The balance between team freshness and repeat collaboration.
CoRR, 2022
Knowledge graph analytics platform with LINCS and IDG for Parkinson's disease target illumination.
BMC Bioinform., 2022
Knowledge-Augmented Contrastive Learning for Abnormality Classification and Localization in Chest X-rays with Radiomics using a Feedback Loop.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
Proceedings of the Information for a Better World: Shaping the Global Future - 17th International Conference, iConference 2022, Virtual Event, February 28, 2022
Elapsed Collective Memory: Looking for the Forgotten Classic Works in Library and Information Science.
Proceedings of the Information for a Better World: Shaping the Global Future - 17th International Conference, iConference 2022, Virtual Event, February 28, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022
RoS-KD: A Robust Stochastic Knowledge Distillation Approach for Noisy Medical Imaging.
Proceedings of the IEEE International Conference on Data Mining, 2022
Proceedings of the 21st Workshop on Biomedical Language Processing, 2022
Supervised pretraining through contrastive categorical positive samplings to improve COVID-19 mortality prediction.
Proceedings of the BCB '22: 13th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, Northbrook, Illinois, USA, August 7, 2022
Proceedings of the AMIA 2022, 2022
Analyzing Impact of Socio-Economic Factors on COVID-19 Mortality Prediction Using SHAP Value.
Proceedings of the AMIA 2022, 2022
2021
Relational Learning Improves Prediction of Mortality in COVID-19 in the Intensive Care Unit.
IEEE Trans. Big Data, 2021
Misinformation During the COVID-19 Outbreak in China: Cultural, Social and Political Entanglements.
IEEE Trans. Big Data, 2021
Scientometrics, 2021
Patterns, 2021
On the relationship between download and citation counts: An introduction of Granger-causality inference.
J. Informetrics, 2021
J. Assoc. Inf. Sci. Technol., 2021
Identifying citation patterns of scientific breakthroughs: A perspective of dynamic citation process.
Inf. Process. Manag., 2021
Deep Learning with Heterogeneous Graph Embeddings for Mortality Prediction from Electronic Health Records.
Data Intell., 2021
CoRR, 2021
Cross-Modal Contrastive Learning for Abnormality Classification and Localization in Chest X-rays with Radiomics using a Feedback Loop.
CoRR, 2021
Bootstrapping Your Own Positive Sample: Contrastive Learning With Electronic Health Record Data.
CoRR, 2021
CoRR, 2021
RadBERT-CL: Factually-Aware Contrastive Learning For Radiology Report Classification.
Proceedings of the Machine Learning for Health, 2021
International Workshop on Knowledge Graph: Heterogenous Graph Deep Learning and Applications.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
Building the COVID-19 Portal By Integrating Literature, Clinical Trials, and Knowledge Graphs.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2021
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Understanding the Evolution of the Concept of Artificial Intelligence in Different Publication Venues.
Proceedings of the Diversity, Divergence, Dialogue, 2021
Understanding Team Collaboration in Artificial Intelligence from the Perspective of Geographic Distance.
Proceedings of the Diversity, Divergence, Dialogue, 2021
Proceedings of the Diversity, Divergence, Dialogue, 2021
Biomedical Knowledge Graph Refinement and Completion Using Graph Representation Learning and Top-K Similarity Measure.
Proceedings of the Diversity, Divergence, Dialogue, 2021
Proceedings of the Diversity, Divergence, Dialogue, 2021
An empirical study of using radiology reports and images to improve ICU-mortality prediction.
Proceedings of the 9th IEEE International Conference on Healthcare Informatics, 2021
SCALP - Supervised Contrastive Learning for Cardiopulmonary Disease Classification and Localization in Chest X-rays using Patient Metadata.
Proceedings of the IEEE International Conference on Data Mining, 2021
Using Radiomics as Prior Knowledge for Thorax Disease Classification and Localization in Chest X-rays.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
2020
J. Informetrics, 2020
J. Informetrics, 2020
Co-contributorship network and division of labor in individual scientific collaborations.
J. Assoc. Inf. Sci. Technol., 2020
Using Radiomics as Prior Knowledge for Abnormality Classification and Localization in Chest X-rays.
CoRR, 2020
Analysis of misinformation during the COVID-19 outbreak in China: cultural, social and political entanglements.
CoRR, 2020
Heterogeneous Graph Embeddings of Electronic Health Records Improve Critical Care Disease Predictions.
Proceedings of the Artificial Intelligence in Medicine, 2020
2019
Interdisciplinary scholarly communication: an exploratory study for the field of joint attention.
Scientometrics, 2019
J. Assoc. Inf. Sci. Technol., 2019
J. Assoc. Inf. Sci. Technol., 2019
Frontiers Neuroinformatics, 2019
edge2vec: Representation learning using edge semantics for biomedical knowledge discovery.
BMC Bioinform., 2019
IEEE Access, 2019
Understanding Roles of Collaborators from Their Byline Orders and Affiliations.
Proceedings of the 17th International Conference on Scientometrics and Informetrics, 2019
Proceedings of the Information in Contemporary Society - 14th International Conference, 2019
2018
Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018
Understanding the formation of interdisciplinary research from the perspective of keyword evolution: a case study on joint attention.
Scientometrics, 2018
The mutually beneficial relationship of patents and scientific literature: topic evolution in nanoscience.
Scientometrics, 2018
Understanding scientific collaboration: Homophily, transitivity, and preferential attachment.
J. Assoc. Inf. Sci. Technol., 2018
J. Assoc. Inf. Sci. Technol., 2018
J. Assoc. Inf. Sci. Technol., 2018
Understanding success through the diversity of collaborators and the milestone of career.
J. Assoc. Inf. Sci. Technol., 2018
J. Assoc. Inf. Sci. Technol., 2018
Ind. Manag. Data Syst., 2018
Data Inf. Manag., 2018
Proceedings of the Building & Sustaining an Ethical Future with Emerging Technology, 2018
Proceedings of the Building & Sustaining an Ethical Future with Emerging Technology, 2018
2017
Understanding the impact change of a highly cited article: a content-based citation analysis.
Scientometrics, 2017
An efficient system to fund science: from proposal review to peer-to-peer distributions.
Scientometrics, 2017
J. Informetrics, 2017
Understanding the topic evolution in a scientific domain: An exploratory study for the field of information retrieval.
J. Informetrics, 2017
Using Machine Reading to Understand Alzheimer's and Related Diseases from the Literature.
J. Data Inf. Sci., 2017
Understanding the Correlations between Social Attention and Topic Trends of Scientific Publications.
J. Data Inf. Sci., 2017
J. Assoc. Inf. Sci. Technol., 2017
To Be or Not to Be: Will Scientific Writing Affect Scientific Impact?
Proceedings of the 16th International Conference on Scientometrics and Informetrics, 2017
Mapping the Semantic Word Shifts in Topics in the Field of Information Retrieval.
Proceedings of the 16th International Conference on Scientometrics and Informetrics, 2017
Who bridged the "Valley of Death" between basic research and clinical research? In the case of immune-checkpoints CTLA-4 and PD-1 based on inter-citation network.
Proceedings of the Diversity of Engagement: Connecting People and Information in the Physical and Virtual Worlds, 2017
Proceedings of the Diversity of Engagement: Connecting People and Information in the Physical and Virtual Worlds, 2017
Proceedings of the Diversity of Engagement: Connecting People and Information in the Physical and Virtual Worlds, 2017
Proceedings of the Diversity of Engagement: Connecting People and Information in the Physical and Virtual Worlds, 2017
2016
Measuring delayed recognition for papers: Uneven weighted summation and total citations.
J. Informetrics, 2016
J. Assoc. Inf. Sci. Technol., 2016
BMC Bioinform., 2016
2015
J. Informetrics, 2015
J. Informetrics, 2015
J. Assoc. Inf. Sci. Technol., 2015
Topic-level opinion influence model (TOIM): An investigation using tencent microblogging.
J. Assoc. Inf. Sci. Technol., 2015
J. Assoc. Inf. Sci. Technol., 2015
Hypothesis Generation for Joint Attention Analysis on Autism.
Proceedings of the 15th International Conference on Scientometrics and Informetrics, Istanbul, Turkey, June 29, 2015
2014
Synthesis Lectures on the Semantic Web: Theory and Technology, Morgan & Claypool Publishers, ISBN: 978-3-031-79456-8, 2014
Encyclopedia of Social Network Analysis and Mining, 2014
The role of handbooks in knowledge creation and diffusion: A case of science and technology studies.
J. Informetrics, 2014
Productivity and influence in bioinformatics: A bibliometric analysis using PubMed central.
J. Assoc. Inf. Sci. Technol., 2014
J. Assoc. Inf. Sci. Technol., 2014
J. Assoc. Inf. Sci. Technol., 2014
Female semantic web researchers: does collaboration with male researchers influence their network status?
Proceedings of the ACM Web Science Conference, 2014
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014
2013
J. Softw., 2013
A bird's-eye view of scientific trading: Dependency relations among fields of science.
J. Informetrics, 2013
Mining diversity subgraph in multidisciplinary scientific collaboration networks: A meso perspective.
J. Informetrics, 2013
The distribution of references across texts: Some implications for citation analysis.
J. Informetrics, 2013
Citation content analysis (CCA): A framework for syntactic and semantic analysis of citation content.
J. Assoc. Inf. Sci. Technol., 2013
J. Assoc. Inf. Sci. Technol., 2013
CoRR, 2013
CoRR, 2013
Workshop summary for the 2013 international workshop on mining unstructured big data using natural language processing.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013
Bilingual researcher profiles: Modeling dutch researchers in both english and dutch using the VIVO ontology.
Proceedings of the Beyond the Cloud: Rethinking Information Boundaries, 2013
2012
Synthesis Lectures on the Semantic Web, Morgan & Claypool Publishers, ISBN: 978-3-031-79435-3, 2012
Scientometrics, 2012
PLoS Comput. Biol., 2012
Topics in dynamic research communities: An exploratory study for the field of information retrieval.
J. Informetrics, 2012
Improving integrative searching of systems chemical biology data using semantic annotation.
J. Cheminformatics, 2012
Scholarly network similarities: How bibliographic coupling networks, citation networks, cocitation networks, topical networks, coauthorship networks, and coword networks relate to each other.
J. Assoc. Inf. Sci. Technol., 2012
J. Assoc. Inf. Sci. Technol., 2012
J. Assoc. Inf. Sci. Technol., 2012
CoRR, 2012
Topic-Level Opinion Influence Model(TOIM): An Investigation Using Tencent Micro-Blogging
CoRR, 2012
Proceedings of the 21st World Wide Web Conference, 2012
Proceedings of the 12th ACM/IEEE-CS Joint Conference on Digital Libraries, 2012
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
Proceedings of the Information, Interaction, Innovation: Celebrating the Past, Constructing the Present and Creating the Future, 2012
Proceedings of the Information, Interaction, Innovation: Celebrating the Past, Constructing the Present and Creating the Future, 2012
Library and information science in the big data era: Funding, projects, and future [a panel proposal].
Proceedings of the Information, Interaction, Innovation: Celebrating the Past, Constructing the Present and Creating the Future, 2012
2011
Scientific collaboration and endorsement: Network analysis of coauthorship and citation networks.
J. Informetrics, 2011
J. Assoc. Inf. Sci. Technol., 2011
The shifting sands of disciplinary development: Analyzing North American Library and Information Science dissertations using latent Dirichlet allocation.
J. Assoc. Inf. Sci. Technol., 2011
The cognitive structure of Library and Information Science: Analysis of article title words.
J. Assoc. Inf. Sci. Technol., 2011
Modeling topic and community structure in social tagging: The TTR-LDA-Community model.
J. Assoc. Inf. Sci. Technol., 2011
Mining enriched contextual information of scientific collaboration: A meso perspective.
J. Assoc. Inf. Sci. Technol., 2011
J. Assoc. Inf. Sci. Technol., 2011
J. Assoc. Inf. Sci. Technol., 2011
Library and information science (LIS) as we see it: An overview at the state and country level from 1965-2010.
Proceedings of the Bridging the Gulf: Communication and Information in Society, Technology, and Work, 2011
2010
Scientometrics, 2010
WENDI: A tool for finding non-obvious relationships between compounds and biological properties, genes, diseases and scholarly publications.
J. Cheminformatics, 2010
J. Assoc. Inf. Sci. Technol., 2010
J. Assoc. Inf. Sci. Technol., 2010
Chem2Bio2RDF: a semantic framework for linking and data mining chemogenomic and systems chemical biology data.
BMC Bioinform., 2010
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence, 2010
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence, 2010
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence, 2010
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence, 2010
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010
Optimizing Semantic Web Services Ranking Using Parallelization and Rank Aggregation Techniques.
Proceedings of the INFORMATIK 2010 - Business Process and Service Science - Proceedings of ISSS and BPSC, September 27, 2010
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2010
Proceedings of the Navigating Streams in an Information Ecosystem, 2010
Proceedings of the Navigating Streams in an Information Ecosystem, 2010
A Comparative analysis of user-generated and author-generated metadata for web resources.
Proceedings of the Navigating Streams in an Information Ecosystem, 2010
Proceedings of the Active Media Technology, 6th International Conference, 2010
2009
J. Assoc. Inf. Sci. Technol., 2009
J. Assoc. Inf. Sci. Technol., 2009
Proceedings of the Third International Conference on Weblogs and Social Media, 2009
Proceedings of the Third International Conference on the Digital Society (ICDS 2009), 2009
Proceedings of the Semantic Web, Fourth Asian Conference, 2009
2008
Proceedings of the 17th International Conference on World Wide Web, 2008
Proceedings of the IEEE International Conference on Systems, 2008
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2008, 2008
2007
Proceedings of the 2nd International Workshop on Ontology Matching (OM-2007) Collocated with the 6th International Semantic Web Conference (ISWC-2007) and the 2nd Asian Semantic Web Conference (ASWC-2007), 2007
Proceedings of the Poster and Demo Proceedings of the 2nd International Conference on Semantic and Digital Media Technologies, 2007
Proceedings of the Advances in Intelligent Web Mastering, Proceedings of the 5th Atlantic Web Intelligence Conference - AWIC 2007, Fontainebleau, France, June 25, 2007
2006
Proceedings of the 1st Semantic Authoring and Annotation Workshop (SAAW2006) located at the 5th International Semantic Web Conference ( ISWC 2006 ) 6th November 2006, 2006
Proceedings of the Tenth IEEE International Enterprise Distributed Object Computing Conference (EDOC 2006), 2006
Bridging Multi Agent Systems and Web Services: towards interoperability between Software Agents and Semantic Web Services.
Proceedings of the Tenth IEEE International Enterprise Distributed Object Computing Conference (EDOC 2006), 2006
Proceedings of the 2nd International ICST Conference on Collaborative Computing: Networking, 2006
Proceedings of the Semantic Web, 2006
2005
2004
Proceedings of the Practical Handbook of Internet Computing., 2004
Proceedings of the WWW2004 Workshop on Application Design, 2004
The Role of Ontologies in eCommerce.
Proceedings of the Handbook on Ontologies, 2004
2003
UPML: The Language and Tool Support for Making the Semantic Web Alive.
Proceedings of the Spinning the Semantic Web: Bringing the World Wide Web to Its Full Potential [outcome of a Dagstuhl seminar], 2003
2002
Ontology research and development. Part 2 - a review of ontology mapping and evolving.
J. Inf. Sci., 2002
J. Inf. Sci., 2002
Proceedings of the Fifteenth International Florida Artificial Intelligence Research Society Conference, 2002
2001
Scholarly communications in information retrieval : a cocitation analysis and its applications
PhD thesis, 2001
Bibliometric cartography of information retrieval research by using co-word analysis.
Inf. Process. Manag., 2001
Proceedings of SWWS'01, The first Semantic Web Working Symposium, Stanford University, California, USA, July 30, 2001
2000
Journal as Markers of Intellectual Space: Journal Co-Citation Analysis of Information Retrieval Area, 1987-1997.
Scientometrics, 2000
Incorporating the results of co-word analyses to increase search variety for information retrieval.
J. Inf. Sci., 2000
Bibliometric information retrieval system (BIRS): A web search interface utilizing bibliometric research results.
J. Am. Soc. Inf. Sci., 2000
1999
Mapping the intellectual structure of information retrieval studies: an author co-citation analysis, 1987-1997.
J. Inf. Sci., 1999